메뉴 건너뛰기




Volumn 8, Issue 4, 2007, Pages

Intelligent approach for fault diagnosis in power transmission systems using support vector machines

Author keywords

Fault diagnosis; Radial basis function neural networks; Substation automation; Support vector machines

Indexed keywords

REGRESSION ACCURACY; SUBSTATION AUTOMATION;

EID: 35948982627     PISSN: 1553779X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (8)

References (35)
  • 3
    • 17844365596 scopus 로고    scopus 로고
    • Artificial Neural Network and Support Vector Machine Approach for Locating Faults in Radial Distribution Systems
    • IEEE, pp, April
    • Thukaram, D., Khincha, H. P., and Vijaynarasimha, H. P., 'Artificial Neural Network and Support Vector Machine Approach for Locating Faults in Radial Distribution Systems', Transactions on Power Delivery, IEEE, pp. 710-721, Vol. 20, (2), April 2005
    • (2005) Transactions on Power Delivery , vol.20 , Issue.2 , pp. 710-721
    • Thukaram, D.1    Khincha, H.P.2    Vijaynarasimha, H.P.3
  • 4
    • 35848970577 scopus 로고    scopus 로고
    • An Abductive Inference Technique for Fault Diagnosis in Electrical Power Transmission Networks
    • pp, January
    • T.S. Sidhu, O. Cruder, G.J. Huff, "An Abductive Inference Technique for Fault Diagnosis in Electrical Power Transmission Networks", pp-72, IEEE Power Engineering Review, January 1997
    • (1997) IEEE Power Engineering Review , pp. 72
    • Sidhu, T.S.1    Cruder, O.2    Huff, G.J.3
  • 5
    • 0030787226 scopus 로고    scopus 로고
    • An Abductive Inference Technique for Fault Diagnosis in Electrical Power Transmission Networks
    • January
    • T.S. Sidhu, O. Cruder, G.J. Huff, "An Abductive Inference Technique for Fault Diagnosis in Electrical Power Transmission Networks", IEEE Transactions on Power Delivery, pp: 515-522, Vol 12, No 1, January 1997
    • (1997) IEEE Transactions on Power Delivery , vol.12 , Issue.1 , pp. 515-522
    • Sidhu, T.S.1    Cruder, O.2    Huff, G.J.3
  • 6
    • 9244258596 scopus 로고    scopus 로고
    • Fault Diagnosis of Electric Power Systems Based on Fuzzy Petri Nets
    • November
    • Jing Sun, Shi-Yin Qin, and Yong-Hua Song, "Fault Diagnosis of Electric Power Systems Based on Fuzzy Petri Nets", IEEE Transactions on Power Systems, pp: 2053-2059, Vol. 19, No. 4, November 2004.
    • (2004) IEEE Transactions on Power Systems , vol.19 , Issue.4 , pp. 2053-2059
    • Sun, J.1    Qin, S.2    Song, Y.3
  • 7
    • 0037291088 scopus 로고    scopus 로고
    • Fault Section Diagnosis of Power System Using Fuzzy Logic
    • Feb
    • Hong-Chan Chin, "Fault Section Diagnosis of Power System Using Fuzzy Logic", IEEE Transactions on Power Systems, pp: 245-250, Vol. 18, No. 1, Feb 2003.
    • (2003) IEEE Transactions on Power Systems , vol.18 , Issue.1 , pp. 245-250
    • Chin, H.1
  • 9
    • 0033079528 scopus 로고    scopus 로고
    • A new approach to fault section estimation in power systems using Ant system
    • Chang, C.S., Tian, L., Wen, F.S., "A new approach to fault section estimation in power systems using Ant system", Electric Power Systems Research, 49 (1999), 63-70
    • (1999) Electric Power Systems Research , vol.49 , pp. 63-70
    • Chang, C.S.1    Tian, L.2    Wen, F.S.3
  • 10
    • 0026903560 scopus 로고
    • A connectionist expert system for fault diagnosis
    • Chen, J.L., Chern-Lin Chen, "A connectionist expert system for fault diagnosis", Electric Power Systems Research, 24 (1992), 99-103
    • (1992) Electric Power Systems Research , vol.24 , pp. 99-103
    • Chen, J.L.1    Chen, C.2
  • 11
    • 0025419128 scopus 로고
    • Using neural network to interpret multiple alarms
    • Apr
    • E. H. P. Chan, "Using neural network to interpret multiple alarms," IEEE Comput. Applicat. Power, pp. 33-37, Apr. 1990.
    • (1990) IEEE Comput. Applicat. Power , pp. 33-37
    • Chan, E.H.P.1
  • 12
    • 0028255186 scopus 로고
    • A new neural networks approach to on-line fault section estimation using information of protective relays and circuit breakers
    • Jan
    • H. T. Yang, W. Y. Chang, and C. L. Huang, "A new neural networks approach to on-line fault section estimation using information of protective relays and circuit breakers," IEEE Trans. Power Delivery, vol. 9, pp. 220-230, Jan. 1994.
    • (1994) IEEE Trans. Power Delivery , vol.9 , pp. 220-230
    • Yang, H.T.1    Chang, W.Y.2    Huang, C.L.3
  • 13
    • 0029254136 scopus 로고
    • On-line fault diagnosis of power substation using connectionist expert system
    • Feb
    • E. H. P. Chan, "On-line fault diagnosis of power substation using connectionist expert system," IEEE Trans. Power Syst., vol. 10, pp. 323-331, Feb. 1994.
    • (1994) IEEE Trans. Power Syst , vol.10 , pp. 323-331
    • Chan, E.H.P.1
  • 14
    • 0027585307 scopus 로고
    • Application of hierarchical neural networks to fault diagnosis of power systems
    • K. H. Kim and J. K. Park, "Application of hierarchical neural networks to fault diagnosis of power systems," Int. J. Elect. Power Energy Syst., vol. 15, no. 2, pp. 65-70, 1993.
    • (1993) Int. J. Elect. Power Energy Syst , vol.15 , Issue.2 , pp. 65-70
    • Kim, K.H.1    Park, J.K.2
  • 15
    • 35948979851 scopus 로고
    • Fault Diagnosis of Electric Power Systems Using Incremental Radial Basis Function Nets
    • IEEE
    • Nagabhushana, T.N., Chandrasekharaiah, H.S., "Fault Diagnosis of Electric Power Systems Using Incremental Radial Basis Function Nets", IEEE Catalogue No. 95TH8130, 1995 IEEE.
    • (1995) IEEE Catalogue No. 95TH8130
    • Nagabhushana, T.N.1    Chandrasekharaiah, H.S.2
  • 16
    • 1942503972 scopus 로고    scopus 로고
    • Application of RBF neural network to fault classification and location in transmission lines
    • March
    • R.N. Mahanty and P.B. Dutta Gupta, "Application of RBF neural network to fault classification and location in transmission lines", IEE Proceedings of Generation Transmission and Distribution, pp: 201-212, Vol. 151, No. 2, March 2004.
    • (2004) IEE Proceedings of Generation Transmission and Distribution , vol.151 , Issue.2 , pp. 201-212
    • Mahanty, R.N.1    Dutta Gupta, P.B.2
  • 21
    • 0035957531 scopus 로고    scopus 로고
    • A novel method of protein secondary structure prediction with high segment overlap measure: Support vector machine approach
    • Apr
    • Hua, S., and Sun, Z., 'A novel method of protein secondary structure prediction with high segment overlap measure: Support vector machine approach', Journal of Molecular Biol., 308, Apr 2001, pp. 397-407
    • (2001) Journal of Molecular Biol , vol.308 , pp. 397-407
    • Hua, S.1    Sun, Z.2
  • 22
    • 35948994335 scopus 로고    scopus 로고
    • Jonsson, K., Kittler, J., Li, Y.P. and Matas, J. 'Support vector machines for face authentication', T. Pridmore and D. Elliman, editors, BMVC'99, 1999, pp. 543-553. Available at http://citeseer.ist.psu.edu/article/ jonsson99support. html
    • Jonsson, K., Kittler, J., Li, Y.P. and Matas, J. 'Support vector machines for face authentication', T. Pridmore and D. Elliman, editors, BMVC'99, 1999, pp. 543-553. Available at http://citeseer.ist.psu.edu/article/ jonsson99support. html
  • 23
    • 0742268991 scopus 로고    scopus 로고
    • Support vector machine with adaptive parameters in financial time series forecasting
    • Nov
    • Cao, L.J., and Tay, F.E.H, 'Support vector machine with adaptive parameters in financial time series forecasting', IEEE Trans. Neural Networks., 14, (6), Nov. 2003, pp. 1506-1518
    • (2003) IEEE Trans. Neural Networks , vol.14 , Issue.6 , pp. 1506-1518
    • Cao, L.J.1    Tay, F.E.H.2
  • 25
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges, C. J. C, 'A tutorial on support vector machines for pattern recognition', Data Mining and Knowledge Discovery, 2, (2), 1998, pp. 955-974
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 955-974
    • Burges, C.J.C.1
  • 28
    • 0003425673 scopus 로고    scopus 로고
    • Multi-class support vector machines
    • Technical Report CSD-TR-98-04, Department of Computer Science, Royal Holloway, University of London, Egham, TW20 OEX, UK
    • Weston, J., and Watkins, C., 'Multi-class support vector machines', Technical Report CSD-TR-98-04, Department of Computer Science, Royal Holloway, University of London, Egham, TW20 OEX, UK, 1998. http://citeseer.ist.psu.edu/ article/weston98multiclass.html
    • (1998)
    • Weston, J.1    Watkins, C.2
  • 31
    • 0036825821 scopus 로고    scopus 로고
    • Kernel methods: A survey of current techniques
    • Campbell, C, 'Kernel methods: A survey of current techniques', Neurocomputing., vol. 48, pp. 63-84, 2002.
    • (2002) Neurocomputing , vol.48 , pp. 63-84
    • Campbell, C.1
  • 32
    • 0033657261 scopus 로고    scopus 로고
    • Principal components analysis to summarize microarray experiments: Application to sporulation time series
    • available at
    • Raychaudhuri, S., Stuart, J.M., Altman, R.B., 'Principal components analysis to summarize microarray experiments: application to sporulation time series', Pacific Symposium on Biocomputing. 2000; pp. 455-66, available at http://citeseer.ist.psu.edu/raychaudhuri00principal.html
    • (2000) Pacific Symposium on Biocomputing , pp. 455-466
    • Raychaudhuri, S.1    Stuart, J.M.2    Altman, R.B.3
  • 33
    • 84858461652 scopus 로고    scopus 로고
    • http://csnet.otago.ac.nz/cosc453/student_tutorials/principal_components. pdf
  • 35
    • 84858467494 scopus 로고    scopus 로고
    • http://www.csie.ntu.edu.tw/~cjlin/papers/libsvm.pdf


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.